Marcos Paulo
101 lines
4.0 KiB
Markdown
101 lines
4.0 KiB
Markdown
---
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name: unslop
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description: Strip AI phrasing from prose before it is posted to a Confluence page, sent to a customer, or shared in chat. Use when a draft sounds like it was written by an LLM: ornamental hedging, breathless transitions, vague intensifiers, symmetrical bullet padding, or any of the other tells listed in references/tells.md.
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---
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# Unslop
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The page-reviewer catches structural problems; this skill catches voice
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problems. Both run before a page goes live.
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The unslop pass is line-anchored, deterministic, and reversible. It returns a
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diff-style report; the author or the calling skill applies the changes.
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## Hard rules
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- **Never edit silently.** Every change appears in the report with the line,
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the original phrase, and the suggested replacement.
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- **Never invent voice.** The rewrite defaults to short, declarative, and
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Netcracker-house — see [references/house-style.md](references/house-style.md).
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- **Don't rewrite technical content.** If a sentence is slop but the
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technical claim is correct, fix the phrasing, not the claim.
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- **Don't rewrite quotes.** Code, command output, error messages, and
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customer-quoted text stay literal.
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- **Don't touch structured data.** Tables, lists of identifiers, file paths,
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URLs, and version numbers are not slop.
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## Workflow
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1. Read the draft. Mark each line with one of: `clean`, `slop`, `unsure`.
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2. For each `slop` line, look up the tell in
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[references/tells.md](references/tells.md) and propose a concrete rewrite.
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3. For each `unsure` line, leave it alone and flag it for the author with a
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short rationale.
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4. Cluster check. If more than 5 slop lines appear in a 30-line block, mark
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the block `rewrite-block` — voice problems cluster, and the author should
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rewrite that section by hand rather than accept a chain of small fixes.
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5. Return the report.
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## Report shape
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```
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# Unslop report — <page slug>
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L<line>: <tell> — <phrase>
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> <original>
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+ <proposed rewrite>
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L<line>: <tell> — <phrase>
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> <original>
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+ <proposed rewrite>
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# Rewrite-block sections (cluster of >5 slop lines)
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- L<start>-L<end>: <section title>
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# Uncertain — author decides
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- L<line>: <short rationale>
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```
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The calling skill applies line-by-line fixes; the author rewrites the marked
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sections.
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## What counts as slop
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Full list with examples in [references/tells.md](references/tells.md). The
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high-frequency ones:
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| Tell | Example | Fix |
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|------|---------|-----|
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| Ornamental hedging | "It's important to note that…" | Delete the preamble. |
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| Breathless transition | "Let's dive in!" | Replace with the next fact. |
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| Vague intensifier | "really", "very", "quite" (when not load-bearing) | Delete. |
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| Symmetric padding | "X is Y. X is also Z. Both X's are…" | Pick the one that matters. |
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| AI résumé | "With over X years of experience…" | Replace with the actual fact. |
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| Performative caveat | "It's worth mentioning that…" | Delete or move to the conclusion. |
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| Marketing tone | "seamlessly", "robust", "powerful", "leverage" | Replace with the specific capability. |
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| Triplet | "fast, reliable, and scalable" | Pick the one that is actually true, drop the rest. |
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| Heading question | "Why is X important?" | State the answer, not the question. |
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| Sign-off | "Hope this helps!", "Let me know if you have questions!" | Delete. |
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## When to refuse
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- The text is a customer-quoted block, a log line, or a code comment — leave
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it alone.
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- The text is technical and correct; only the framing is fluffy. Fix the
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framing, not the substance.
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- The rewrite would change the meaning. Mark it `unsure` and let the author
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decide.
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## Related
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| Skill | Role |
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|-------|------|
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| `page-reviewer` | Calls unslop as part of the pre-post gate |
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| `confluence-page` | Uses the report to apply line-by-line fixes |
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## Limitations
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Unslop is a heuristic pass, not a guarantee. A page can be technically
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slop-free and still sound corporate, and a page that sounds conversational
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can still be slop-free. Voice is not the only quality dimension; this skill
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addresses one of them.
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